Compiling machine learning programs via high-level tracing

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

Martı́n Abadi, Ashish Agarwal, Paul Barham et al. · arXiv (Cornell University) · 2016 · 9.8K citations · Full text

Computing, Computer Engineering, Computer Science +13

Parallelizing Julia with a Non-Invasive DSL

Todd A. Anderson, Hai Liu, Lindsey Kuper et al. · DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2017 · 11 citations · Full text

Computing, Computer Science, High-performance Computing +14